public class TokenNameFinderCrossValidator extends Object
| Constructor and Description |
|---|
TokenNameFinderCrossValidator(String languageCode,
String type,
TrainingParameters trainParams,
byte[] featureGeneratorBytes,
Map<String,Object> resources,
SequenceCodec<String> codec,
TokenNameFinderEvaluationMonitor... listeners)
Name finder cross validator
|
TokenNameFinderCrossValidator(String languageCode,
String type,
TrainingParameters trainParams,
byte[] featureGeneratorBytes,
Map<String,Object> resources,
TokenNameFinderEvaluationMonitor... listeners) |
TokenNameFinderCrossValidator(String languageCode,
String type,
TrainingParameters trainParams,
TokenNameFinderFactory factory,
TokenNameFinderEvaluationMonitor... listeners) |
| Modifier and Type | Method and Description |
|---|---|
void |
evaluate(ObjectStream<NameSample> samples,
int nFolds)
Starts the evaluation.
|
FMeasure |
getFMeasure() |
public TokenNameFinderCrossValidator(String languageCode, String type, TrainingParameters trainParams, byte[] featureGeneratorBytes, Map<String,Object> resources, SequenceCodec<String> codec, TokenNameFinderEvaluationMonitor... listeners)
languageCode - the language of the training datatype - null or an override type for all types in the training datatrainParams - machine learning train parametersfeatureGeneratorBytes - descriptor to configure the feature generation or nulllisteners - a list of listenersresources - the resources for the name finder or null if nonepublic TokenNameFinderCrossValidator(String languageCode, String type, TrainingParameters trainParams, byte[] featureGeneratorBytes, Map<String,Object> resources, TokenNameFinderEvaluationMonitor... listeners)
public TokenNameFinderCrossValidator(String languageCode, String type, TrainingParameters trainParams, TokenNameFinderFactory factory, TokenNameFinderEvaluationMonitor... listeners)
public void evaluate(ObjectStream<NameSample> samples, int nFolds) throws IOException
samples - the data to train and testnFolds - number of foldsIOExceptionpublic FMeasure getFMeasure()
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